| 000 | 02384nam a22003378a 4500 | ||
|---|---|---|---|
| 005 | 20250918153148.0 | ||
| 008 | 120414s2011 flu b 001 0 eng | ||
| 020 |
_a9781439841785 (hbk) _cRM317.39 |
||
| 039 | 9 |
_a201208031527 _bhayat _c201207131559 _dbaiti _c201206261231 _dmazarita _y04-14-2012 _zmazarita |
|
| 040 | _aUKM | ||
| 090 | _aTA169.5.M337 3 | ||
| 090 |
_aTA169.5 _b.M337 3 |
||
| 245 | 0 | 0 |
_aMachine learning and knowledge discovery for engineering systems health management / _ceditors, Ashok N. Srivastava and Jiawei Han. |
| 260 |
_aBoca Raton, FL : _bTaylor & Francis, _c2011. |
||
| 300 |
_axii, 464 p. : _bill. _c23 cm. |
||
| 490 | 0 | _aChapman & Hall/CRC data mining and knowledge discovery series | |
| 504 | _aIncludes bibliographical references and index. | ||
| 520 |
_a'Systems health is a broad multidisciplinary field of study that generates huge amounts of data and thus is an extremely appropriate forum in which to utilize machine learning and knowledge discovery techniques. This book explores the use of machine learning and knowledge discovery in systems health research. It covers data mining and text mining algorithms, anomaly detection, diagnostic and prognostic systems, and applications to engineering systems. Featuring contributions from leading experts, the book is the first to explore this emerging research area'-- _cProvided by publisher. |
||
| 520 |
_a'This book explores the development of state-of-the-art tools and techniques that can be used to automatically detect, diagnose, and in some cases, predict the effects of adverse events in an engineered system on its ultimate performance. This gives rise to the field Systems Health Management, in which methods are developed with the express purpose of monitoring the condition, or'state of health' of a complex system, diagnosing faults, and estimating the remaining useful life of the system'-- _cProvided by publisher. |
||
| 650 | 0 |
_aSystem failures (Engineering) _xPrevention _xData processing. |
|
| 650 | 0 | _aMachine learning. | |
| 700 | 1 |
_aSrivastava, Ashok N. _q(Ashok Narain), _d1969- |
|
| 700 | 1 | _aHan, Jiawei. | |
| 907 |
_a.b15326718 _b2021-05-28 _c2019-11-12 |
||
| 942 |
_c01 _n0 _kTA169.5.M337 3 |
||
| 914 | _avtls003496791 | ||
| 990 | _abaiti | ||
| 991 | _aFakulti Teknologi dan Sains Maklumat | ||
| 998 |
_al _b2012-01-04 _cm _da _feng _gflu _y0 _z.b15326718 |
||
| 999 |
_c516503 _d516503 |
||